{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Quantize a Segmentation Model and Show Live Inference\n",
    "\n",
    "## Kidney Segmentation with PyTorch Lightning and OpenVINO™ - Part 3\n",
    "\n",
    "This tutorial is a part of a series on how to train, optimize, quantize and show live inference on a medical segmentation model. The goal is to accelerate inference on a kidney segmentation model. The [UNet](https://arxiv.org/abs/1505.04597) model is trained from scratch; the data is from [Kits19](https://github.com/neheller/kits19).\n",
    "\n",
    "This third tutorial in the series shows how to:\n",
    "\n",
    "- Convert an Original model to OpenVINO IR with [model conversion API](https://docs.openvino.ai/2024/openvino-workflow/model-preparation.html)\n",
    "- Quantize a PyTorch model with NNCF\n",
    "- Evaluate the F1 score metric of the original model and the quantized model\n",
    "- Benchmark performance of the FP32 model and the INT8 quantized model\n",
    "- Show live inference with OpenVINO's async API\n",
    "\n",
    "All notebooks in this series:\n",
    "\n",
    "- [Data Preparation for 2D Segmentation of 3D Medical Data](data-preparation-ct-scan.ipynb)\n",
    "- [Train a 2D-UNet Medical Imaging Model with PyTorch Lightning](pytorch-monai-training.ipynb)\n",
    "- Convert and Quantize a Segmentation Model and Show Live Inference (this notebook)\n",
    "- [Live Inference and Benchmark CT-scan data](ct-scan-live-inference.ipynb) \n",
    "\n",
    "## Instructions\n",
    "\n",
    "This notebook needs a trained UNet model. We provide a pre-trained model, trained for 20 epochs with the full [Kits-19](https://github.com/neheller/kits19) frames dataset, which has an F1 score on the validation set of 0.9. The training code is available in [this notebook](pytorch-monai-training.ipynb). \n",
    "\n",
    "NNCF for PyTorch models requires a C++ compiler. On Windows, install [Microsoft Visual Studio 2019](https://docs.microsoft.com/en-us/visualstudio/releases/2019/release-notes). During installation, choose Desktop development with C++ in the Workloads tab. On macOS, \n",
    "run `xcode-select –install` from a Terminal. On Linux, install `gcc`.\n",
    "\n",
    "Running this notebook with the full dataset will take a long time. For demonstration purposes, this tutorial will download one converted CT scan and use that scan for quantization and inference. For production purposes, use a representative dataset for quantizing the model.\n",
    "\n",
    "\n",
    "#### Table of contents:\n",
    "\n",
    "- [Imports](#Imports)\n",
    "- [Settings](#Settings)\n",
    "- [Load PyTorch Model](#Load-PyTorch-Model)\n",
    "- [Download CT-scan Data](#Download-CT-scan-Data)\n",
    "- [Configuration](#Configuration)\n",
    "    - [Dataset](#Dataset)\n",
    "    - [Metric](#Metric)\n",
    "- [Quantization](#Quantization)\n",
    "- [Compare FP32 and INT8 Model](#Compare-FP32-and-INT8-Model)\n",
    "    - [Compare File Size](#Compare-File-Size)\n",
    "    - [Compare Metrics for the original model and the quantized model to be sure that there no degradation.](#Compare-Metrics-for-the-original-model-and-the-quantized-model-to-be-sure-that-there-no-degradation.)\n",
    "    - [Compare Performance of the FP32 IR Model and Quantized Models](#Compare-Performance-of-the-FP32-IR-Model-and-Quantized-Models)\n",
    "    - [Visually Compare Inference Results](#Visually-Compare-Inference-Results)\n",
    "- [Show Live Inference](#Show-Live-Inference)\n",
    "    - [Load Model and List of Image Files](#Load-Model-and-List-of-Image-Files)\n",
    "    - [Show Inference](#Show-Inference)\n",
    "- [References](#References)\n",
    "\n",
    "\n",
    "### Installation Instructions\n",
    "\n",
    "This is a self-contained example that relies solely on its own code.\n",
    "\n",
    "We recommend  running the notebook in a virtual environment. You only need a Jupyter server to start.\n",
    "For details, please refer to [Installation Guide](https://github.com/openvinotoolkit/openvino_notebooks/blob/latest/README.md#-installation-guide).\n",
    "\n",
    "<img referrerpolicy=\"no-referrer-when-downgrade\" src=\"https://static.scarf.sh/a.png?x-pxid=5b5a4db0-7875-4bfb-bdbd-01698b5b1a77&file=notebooks/ct-segmentation-quantize/ct-segmentation-quantize-nncf.ipynb\" />\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "test_replace": {
     "# install requirements": "%pip uninstall -y torchvision"
    }
   },
   "outputs": [],
   "source": [
    "# install requirements\n",
    "%pip install -q \"openvino>=2023.3.0\" \"monai>=0.9.1\" \"torchmetrics>=0.11.0\" \"nncf>=2.8.0\" \"opencv-python\" \"matplotlib>=3.4\" \"torch==2.8\" tqdm --extra-index-url https://download.pytorch.org/whl/cpu"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Imports\n",
    "[back to top ⬆️](#Table-of-contents:)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-09-02 09:47:42.404636: I tensorflow/core/util/port.cc:110] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n",
      "2024-09-02 09:47:42.406481: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\n",
      "2024-09-02 09:47:42.442691: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n",
      "To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n",
      "2024-09-02 09:47:43.137453: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "INFO:nncf:NNCF initialized successfully. Supported frameworks detected: torch, tensorflow, onnx, openvino\n"
     ]
    }
   ],
   "source": [
    "import logging\n",
    "import os\n",
    "import time\n",
    "import warnings\n",
    "import zipfile\n",
    "from pathlib import Path\n",
    "from typing import Union\n",
    "\n",
    "warnings.filterwarnings(\"ignore\", category=UserWarning)\n",
    "\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "import monai\n",
    "import numpy as np\n",
    "import torch\n",
    "import nncf\n",
    "import openvino as ov\n",
    "from monai.transforms import LoadImage\n",
    "from nncf.common.logging.logger import set_log_level\n",
    "from torchmetrics import F1Score as F1\n",
    "import requests\n",
    "\n",
    "\n",
    "set_log_level(logging.ERROR)  # Disables all NNCF info and warning messages\n",
    "\n",
    "# Fetch `notebook_utils` module\n",
    "\n",
    "if not Path(\"notebook_utils.py\").exists():\n",
    "    r = requests.get(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/utils/notebook_utils.py\")\n",
    "    open(\"notebook_utils.py\", \"w\").write(r.text)\n",
    "from notebook_utils import download_file, device_widget\n",
    "\n",
    "if not Path(\"./custom_segmentation.py\").exists():\n",
    "    download_file(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/notebooks/ct-segmentation-quantize/custom_segmentation.py\")\n",
    "from custom_segmentation import SegmentationModel\n",
    "\n",
    "if not Path(\"./async_pipeline.py\").exists():\n",
    "    download_file(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/notebooks/ct-segmentation-quantize/async_pipeline.py\")\n",
    "from async_pipeline import show_live_inference\n",
    "\n",
    "# Read more about telemetry collection at https://github.com/openvinotoolkit/openvino_notebooks?tab=readme-ov-file#-telemetry\n",
    "from notebook_utils import collect_telemetry\n",
    "\n",
    "collect_telemetry(\"ct-segmentation-quantize-nncf.ipynb\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Settings\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "By default, this notebook will download one CT scan from the KITS19 dataset that will be used for quantization."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "BASEDIR = Path(\"kits19_frames_1\")\n",
    "# Uncomment the line below to use the full dataset, as prepared in the data preparation notebook\n",
    "# BASEDIR = Path(\"~/kits19/kits19_frames\").expanduser()\n",
    "MODEL_DIR = Path(\"model\")\n",
    "MODEL_DIR.mkdir(exist_ok=True)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load PyTorch Model\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "Download the pre-trained model weights, load the PyTorch model and the `state_dict` that was saved after training. The model used in this notebook is a [BasicUNet](https://docs.monai.io/en/stable/networks.html#basicunet) model from [MONAI](https://monai.io). We provide a pre-trained checkpoint. To see how this model performs, check out the [training notebook](pytorch-monai-training.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "4b18ce800dac4a2d9b8f027612a69b72",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "pretrained_model/unet_kits19_state_dict.pth:   0%|          | 0.00/7.58M [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "BasicUNet features: (32, 32, 64, 128, 256, 32).\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_3326568/1592321960.py:3: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n",
      "  state_dict = torch.load(state_dict_file, map_location=torch.device(\"cpu\"))\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<All keys matched successfully>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "state_dict_file = Path(\"pretrained_model/unet_kits19_state_dict.pth\")\n",
    "if not state_dict_file.exists():\n",
    "    state_dict_url = \"https://storage.openvinotoolkit.org/repositories/openvino_notebooks/models/kidney-segmentation-kits19/unet_kits19_state_dict.pth\"\n",
    "    state_dict_file = download_file(state_dict_url, directory=\"pretrained_model\")\n",
    "state_dict = torch.load(state_dict_file, map_location=torch.device(\"cpu\"))\n",
    "\n",
    "new_state_dict = {}\n",
    "for k, v in state_dict.items():\n",
    "    new_key = k.replace(\"_model.\", \"\")\n",
    "    new_state_dict[new_key] = v\n",
    "new_state_dict.pop(\"loss_function.pos_weight\")\n",
    "\n",
    "model = monai.networks.nets.BasicUNet(spatial_dims=2, in_channels=1, out_channels=1).eval()\n",
    "model.load_state_dict(new_state_dict)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Download CT-scan Data\n",
    "[back to top ⬆️](#Table-of-contents:)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Data for case_00117 exists\n"
     ]
    }
   ],
   "source": [
    "# The CT scan case number. For example: 2 for data from the case_00002 directory\n",
    "# Currently only 117 is supported\n",
    "CASE = 117\n",
    "if not (BASEDIR / f\"case_{CASE:05d}\").exists():\n",
    "    BASEDIR.mkdir(exist_ok=True)\n",
    "    filename = download_file(f\"https://storage.openvinotoolkit.org/data/test_data/openvino_notebooks/kits19/case_{CASE:05d}.zip\")\n",
    "    with zipfile.ZipFile(filename, \"r\") as zip_ref:\n",
    "        zip_ref.extractall(path=BASEDIR)\n",
    "    os.remove(filename)  # remove zipfile\n",
    "    print(f\"Downloaded and extracted data for case_{CASE:05d}\")\n",
    "else:\n",
    "    print(f\"Data for case_{CASE:05d} exists\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Configuration\n",
    "[back to top ⬆️](#Table-of-contents:)\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dataset\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "The `KitsDataset` class in the next cell expects images and masks in the *`basedir`* directory, in a folder per patient. It is a simplified version of the Dataset class in the [training notebook](pytorch-monai-training.ipynb).\n",
    "\n",
    "Images are loaded with MONAI's [`LoadImage`](https://docs.monai.io/en/stable/transforms.html#loadimage), to align with the image loading method in the training notebook. This method rotates and flips the images. We define a `rotate_and_flip` method to display the images in the expected orientation:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "tags": [],
    "test_replace": {
     "return len(self.dataset)": "return 30"
    }
   },
   "outputs": [],
   "source": [
    "def rotate_and_flip(image):\n",
    "    \"\"\"Rotate `image` by 90 degrees and flip horizontally\"\"\"\n",
    "    return cv2.flip(cv2.rotate(image, rotateCode=cv2.ROTATE_90_CLOCKWISE), flipCode=1)\n",
    "\n",
    "\n",
    "class KitsDataset:\n",
    "    def __init__(self, basedir: str):\n",
    "        \"\"\"\n",
    "        Dataset class for prepared Kits19 data, for binary segmentation (background/kidney)\n",
    "        Source data should exist in basedir, in subdirectories case_00000 until case_00210,\n",
    "        with each subdirectory containing directories imaging_frames, with jpg images, and\n",
    "        segmentation_frames with segmentation masks as png files.\n",
    "        See [data-preparation-ct-scan](./data-preparation-ct-scan.ipynb)\n",
    "\n",
    "        :param basedir: Directory that contains the prepared CT scans\n",
    "        \"\"\"\n",
    "        masks = sorted(BASEDIR.glob(\"case_*/segmentation_frames/*png\"))\n",
    "\n",
    "        self.basedir = basedir\n",
    "        self.dataset = masks\n",
    "        print(f\"Created dataset with {len(self.dataset)} items. \" f\"Base directory for data: {basedir}\")\n",
    "\n",
    "    def __getitem__(self, index):\n",
    "        \"\"\"\n",
    "        Get an item from the dataset at the specified index.\n",
    "\n",
    "        :return: (image, segmentation_mask)\n",
    "        \"\"\"\n",
    "        mask_path = self.dataset[index]\n",
    "        image_path = str(mask_path.with_suffix(\".jpg\")).replace(\"segmentation_frames\", \"imaging_frames\")\n",
    "\n",
    "        # Load images with MONAI's LoadImage to match data loading in training notebook\n",
    "        mask = LoadImage(image_only=True, dtype=np.uint8)(str(mask_path)).numpy()\n",
    "        img = LoadImage(image_only=True, dtype=np.float32)(str(image_path)).numpy()\n",
    "\n",
    "        if img.shape[:2] != (512, 512):\n",
    "            img = cv2.resize(img.astype(np.uint8), (512, 512)).astype(np.float32)\n",
    "            mask = cv2.resize(mask, (512, 512))\n",
    "\n",
    "        input_image = np.expand_dims(img, axis=0)\n",
    "        return input_image, mask\n",
    "\n",
    "    def __len__(self):\n",
    "        return len(self.dataset)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To test whether the data loader returns the expected output, we show an image and a mask. The image and the mask are returned by the dataloader, after resizing and preprocessing. Since this dataset contains a lot of slices without kidneys, we select a slice that contains at least 5000 kidney pixels to verify that the annotations look correct:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Created dataset with 69 items. Base directory for data: kits19_frames_1\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x600 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dataset = KitsDataset(BASEDIR)\n",
    "# Find a slice that contains kidney annotations\n",
    "# item[0] is the annotation: (id, annotation_data)\n",
    "image_data, mask = next(item for item in dataset if np.count_nonzero(item[1]) > 5000)\n",
    "# Remove extra image dimension and rotate and flip the image for visualization\n",
    "image = rotate_and_flip(image_data.squeeze())\n",
    "\n",
    "# The data loader returns annotations as (index, mask) and mask in shape (H,W)\n",
    "mask = rotate_and_flip(mask)\n",
    "\n",
    "fig, ax = plt.subplots(1, 2, figsize=(12, 6))\n",
    "ax[0].imshow(image, cmap=\"gray\")\n",
    "ax[1].imshow(mask, cmap=\"gray\");"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Metric\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "Define a metric to determine the performance of the model.\n",
    "\n",
    "For this demo, we use the [F1 score](https://en.wikipedia.org/wiki/F-score), or Dice coefficient, from the [TorchMetrics](https://torchmetrics.readthedocs.io/en/stable/) library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def compute_f1(model: Union[torch.nn.Module, ov.CompiledModel], dataset: KitsDataset):\n",
    "    \"\"\"\n",
    "    Compute binary F1 score of `model` on `dataset`\n",
    "    F1 score metric is provided by the torchmetrics library\n",
    "    `model` is expected to be a binary segmentation model, images in the\n",
    "    dataset are expected in (N,C,H,W) format where N==C==1\n",
    "    \"\"\"\n",
    "    metric = F1(ignore_index=0, task=\"binary\", average=\"macro\")\n",
    "    with torch.no_grad():\n",
    "        for image, target in dataset:\n",
    "            input_image = torch.as_tensor(image).unsqueeze(0)\n",
    "            if isinstance(model, ov.CompiledModel):\n",
    "                output_layer = model.output(0)\n",
    "                output = model(input_image)[output_layer]\n",
    "                output = torch.from_numpy(output)\n",
    "            else:\n",
    "                output = model(input_image)\n",
    "            label = torch.as_tensor(target.squeeze()).long()\n",
    "            prediction = torch.sigmoid(output.squeeze()).round().long()\n",
    "            metric.update(label.flatten(), prediction.flatten())\n",
    "    return metric.compute()"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Quantization\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "Before quantizing the model, we compute the F1 score on the `FP32` model, for comparison:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FP32 F1: 0.999\n"
     ]
    }
   ],
   "source": [
    "fp32_f1 = compute_f1(model, dataset)\n",
    "print(f\"FP32 F1: {fp32_f1:.3f}\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "source": [
    "We convert the PyTorch model to OpenVINO IR and serialize it for comparing the performance of the `FP32` and `INT8` model later in this notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING:tensorflow:Please fix your imports. Module tensorflow.python.training.tracking.base has been moved to tensorflow.python.trackable.base. The old module will be deleted in version 2.11.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[ WARNING ]  Please fix your imports. Module %s has been moved to %s. The old module will be deleted in version %s.\n",
      "/home/ea/work/my_optimum_intel/optimum_env/lib/python3.8/site-packages/monai/networks/nets/basic_unet.py:179: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
      "  if x_e.shape[-i - 1] != x_0.shape[-i - 1]:\n"
     ]
    }
   ],
   "source": [
    "fp32_ir_path = MODEL_DIR / Path(\"unet_kits19_fp32.xml\")\n",
    "dummy_input = torch.randn(1, 1, 512, 512)\n",
    "\n",
    "fp32_ir_model = ov.convert_model(model, example_input=dummy_input, input=dummy_input.shape)\n",
    "ov.save_model(fp32_ir_model, str(fp32_ir_path))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2022-05-24T14:05:30.690144Z",
     "iopub.status.busy": "2022-05-24T14:05:30.690006Z",
     "iopub.status.idle": "2022-05-24T14:05:30.692969Z",
     "shell.execute_reply": "2022-05-24T14:05:30.692533Z",
     "shell.execute_reply.started": "2022-05-24T14:05:30.690133Z"
    },
    "tags": []
   },
   "source": [
    "[NNCF](https://github.com/openvinotoolkit/nncf) provides a suite of advanced algorithms for Neural Networks inference optimization in OpenVINO with minimal accuracy drop.\n",
    "\n",
    "> **Note**: NNCF Post-training Quantization is available in OpenVINO 2023.0 release.\n",
    "\n",
    "Create a quantized model from the pre-trained `FP32` model and the calibration dataset. The optimization process contains the following steps:\n",
    "\n",
    "    1. Create a Dataset for quantization.\n",
    "    2. Run `nncf.quantize` for getting an optimized model.\n",
    "    3. Export the quantized model to OpenVINO IR model.\n",
    "    4. Serialize the INT8 model using `ov.save_model` function for benchmarking."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
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   "outputs": [
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       "model_id": "35a1768113b147b1a23dfda69f31ee0f",
       "version_major": 2,
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      },
      "text/plain": [
       "Output()"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "Output()"
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     "data": {
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       "<pre style=\"white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\">\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def transform_fn(data_item):\n",
    "    \"\"\"\n",
    "    Extract the model's input from the data item.\n",
    "    The data item here is the data item that is returned from the data source per iteration.\n",
    "    This function should be passed when the data item cannot be used as model's input.\n",
    "    \"\"\"\n",
    "    images, _ = data_item\n",
    "    return images\n",
    "\n",
    "\n",
    "data_loader = torch.utils.data.DataLoader(dataset)\n",
    "calibration_dataset = nncf.Dataset(data_loader, transform_fn)\n",
    "quantized_model = nncf.quantize(\n",
    "    model,\n",
    "    calibration_dataset,\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Convert quantized model to OpenVINO IR model and save it."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/ea/work/my_optimum_intel/optimum_env/lib/python3.8/site-packages/nncf/torch/quantization/layers.py:340: TracerWarning: Converting a tensor to a Python number might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
      "  return self._level_low.item()\n",
      "/home/ea/work/my_optimum_intel/optimum_env/lib/python3.8/site-packages/nncf/torch/quantization/layers.py:348: TracerWarning: Converting a tensor to a Python number might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
      "  return self._level_high.item()\n",
      "/home/ea/work/my_optimum_intel/optimum_env/lib/python3.8/site-packages/monai/networks/nets/basic_unet.py:179: TracerWarning: Converting a tensor to a Python boolean might cause the trace to be incorrect. We can't record the data flow of Python values, so this value will be treated as a constant in the future. This means that the trace might not generalize to other inputs!\n",
      "  if x_e.shape[-i - 1] != x_0.shape[-i - 1]:\n",
      "/home/ea/work/my_optimum_intel/optimum_env/lib/python3.8/site-packages/torch/jit/_trace.py:1303: TracerWarning: Output nr 1. of the traced function does not match the corresponding output of the Python function. Detailed error:\n",
      "Tensor-likes are not close!\n",
      "\n",
      "Mismatched elements: 245844 / 262144 (93.8%)\n",
      "Greatest absolute difference: 4.006080865859985 at index (0, 0, 284, 37) (up to 1e-05 allowed)\n",
      "Greatest relative difference: 2382.3939107940514 at index (0, 0, 272, 227) (up to 1e-05 allowed)\n",
      "  _check_trace(\n"
     ]
    }
   ],
   "source": [
    "dummy_input = torch.randn(1, 1, 512, 512)\n",
    "int8_ir_path = MODEL_DIR / \"unet_kits19_int8.xml\"\n",
    "int8_ir_model = ov.convert_model(quantized_model, example_input=dummy_input, input=dummy_input.shape)\n",
    "ov.save_model(int8_ir_model, str(int8_ir_path))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "source": [
    "This notebook demonstrates post-training quantization with NNCF.\n",
    "\n",
    "NNCF also supports quantization-aware training, and other algorithms than quantization. See the [NNCF documentation](https://github.com/openvinotoolkit/nncf/) in the NNCF repository for more information."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Compare FP32 and INT8 Model\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "### Compare File Size\n",
    "[back to top ⬆️](#Table-of-contents:)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false,
    "jupyter": {
     "outputs_hidden": false
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FP32 IR model size: 3864.14 KB\n",
      "INT8 model size: 1953.48 KB\n"
     ]
    }
   ],
   "source": [
    "fp32_ir_model_size = fp32_ir_path.with_suffix(\".bin\").stat().st_size / 1024\n",
    "quantized_model_size = int8_ir_path.with_suffix(\".bin\").stat().st_size / 1024\n",
    "\n",
    "print(f\"FP32 IR model size: {fp32_ir_model_size:.2f} KB\")\n",
    "print(f\"INT8 model size: {quantized_model_size:.2f} KB\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Select Inference Device\n",
    "[back to top ⬆️](#Table-of-contents:)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "813a5d43c3ec4ba2b22ddc7b4ddfae3a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Dropdown(description='Device:', index=1, options=('CPU', 'AUTO'), value='AUTO')"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "core = ov.Core()\n",
    "# By default, benchmark on MULTI:CPU,GPU if a GPU is available, otherwise on CPU.\n",
    "device_list = [\"MULTI:CPU,GPU\" if \"GPU\" in core.available_devices else \"AUTO\"]\n",
    "\n",
    "device = device_widget(device_list[0], added=device_list)\n",
    "device"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Compare Metrics for the original model and the quantized model to be sure that there no degradation.\n",
    "[back to top ⬆️](#Table-of-contents:)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FP32 F1: 0.999\n",
      "INT8 F1: 0.999\n"
     ]
    }
   ],
   "source": [
    "int8_compiled_model = core.compile_model(int8_ir_model, device.value)\n",
    "int8_f1 = compute_f1(int8_compiled_model, dataset)\n",
    "\n",
    "print(f\"FP32 F1: {fp32_f1:.3f}\")\n",
    "print(f\"INT8 F1: {int8_f1:.3f}\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Compare Performance of the FP32 IR Model and Quantized Models\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "To measure the inference performance of the `FP32` and `INT8` models, we use [Benchmark Tool](https://docs.openvino.ai/2024/learn-openvino/openvino-samples/benchmark-tool.html) - OpenVINO's inference performance measurement tool. Benchmark tool is a command line application, part of OpenVINO development tools, that can be run in the notebook with `! benchmark_app` or `%sx benchmark_app`.\n",
    "\n",
    "> **NOTE**: For the most accurate performance estimation, it is recommended to run `benchmark_app` in a terminal/command prompt after closing other applications. Run `benchmark_app -m model.xml -d CPU` to benchmark async inference on CPU for one minute. Change `CPU` to `GPU` to benchmark on GPU. Run `benchmark_app --help` to see all command line options."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# ! benchmark_app --help"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "tags": [],
    "test_replace": {
     "-t 15": "-t 3"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Step 1/11] Parsing and validating input arguments\n",
      "[ INFO ] Parsing input parameters\n",
      "[Step 2/11] Loading OpenVINO Runtime\n",
      "[ INFO ] OpenVINO:\n",
      "[ INFO ] Build ................................. 2024.3.0-16041-1e3b88e4e3f-releases/2024/3\n",
      "[ INFO ] \n",
      "[ INFO ] Device info:\n",
      "[ INFO ] AUTO\n",
      "[ INFO ] Build ................................. 2024.3.0-16041-1e3b88e4e3f-releases/2024/3\n",
      "[ INFO ] \n",
      "[ INFO ] \n",
      "[Step 3/11] Setting device configuration\n",
      "[ WARNING ] Performance hint was not explicitly specified in command line. Device(AUTO) performance hint will be set to PerformanceMode.LATENCY.\n",
      "[Step 4/11] Reading model files\n",
      "[ INFO ] Loading model files\n",
      "[ INFO ] Read model took 10.43 ms\n",
      "[ INFO ] Original model I/O parameters:\n",
      "[ INFO ] Model inputs:\n",
      "[ INFO ]     x (node: x) : f32 / [...] / [1,1,512,512]\n",
      "[ INFO ] Model outputs:\n",
      "[ INFO ]     ***NO_NAME*** (node: __module.final_conv/aten::_convolution/Add) : f32 / [...] / [1,1,512,512]\n",
      "[Step 5/11] Resizing model to match image sizes and given batch\n",
      "[ INFO ] Model batch size: 1\n",
      "[Step 6/11] Configuring input of the model\n",
      "[ INFO ] Model inputs:\n",
      "[ INFO ]     x (node: x) : f32 / [N,C,H,W] / [1,1,512,512]\n",
      "[ INFO ] Model outputs:\n",
      "[ INFO ]     ***NO_NAME*** (node: __module.final_conv/aten::_convolution/Add) : f32 / [...] / [1,1,512,512]\n",
      "[Step 7/11] Loading the model to the device\n",
      "[ INFO ] Compile model took 322.36 ms\n",
      "[Step 8/11] Querying optimal runtime parameters\n",
      "[ INFO ] Model:\n",
      "[ INFO ]   NETWORK_NAME: Model0\n",
      "[ INFO ]   EXECUTION_DEVICES: ['CPU']\n",
      "[ INFO ]   PERFORMANCE_HINT: PerformanceMode.LATENCY\n",
      "[ INFO ]   OPTIMAL_NUMBER_OF_INFER_REQUESTS: 1\n",
      "[ INFO ]   MULTI_DEVICE_PRIORITIES: CPU\n",
      "[ INFO ]   CPU:\n",
      "[ INFO ]     AFFINITY: Affinity.CORE\n",
      "[ INFO ]     CPU_DENORMALS_OPTIMIZATION: False\n",
      "[ INFO ]     CPU_SPARSE_WEIGHTS_DECOMPRESSION_RATE: 1.0\n",
      "[ INFO ]     DYNAMIC_QUANTIZATION_GROUP_SIZE: 32\n",
      "[ INFO ]     ENABLE_CPU_PINNING: True\n",
      "[ INFO ]     ENABLE_HYPER_THREADING: False\n",
      "[ INFO ]     EXECUTION_DEVICES: ['CPU']\n",
      "[ INFO ]     EXECUTION_MODE_HINT: ExecutionMode.PERFORMANCE\n",
      "[ INFO ]     INFERENCE_NUM_THREADS: 18\n",
      "[ INFO ]     INFERENCE_PRECISION_HINT: <Type: 'float32'>\n",
      "[ INFO ]     KV_CACHE_PRECISION: <Type: 'float16'>\n",
      "[ INFO ]     LOG_LEVEL: Level.NO\n",
      "[ INFO ]     MODEL_DISTRIBUTION_POLICY: set()\n",
      "[ INFO ]     NETWORK_NAME: Model0\n",
      "[ INFO ]     NUM_STREAMS: 1\n",
      "[ INFO ]     OPTIMAL_NUMBER_OF_INFER_REQUESTS: 1\n",
      "[ INFO ]     PERFORMANCE_HINT: LATENCY\n",
      "[ INFO ]     PERFORMANCE_HINT_NUM_REQUESTS: 0\n",
      "[ INFO ]     PERF_COUNT: NO\n",
      "[ INFO ]     SCHEDULING_CORE_TYPE: SchedulingCoreType.ANY_CORE\n",
      "[ INFO ]   MODEL_PRIORITY: Priority.MEDIUM\n",
      "[ INFO ]   LOADED_FROM_CACHE: False\n",
      "[ INFO ]   PERF_COUNT: False\n",
      "[Step 9/11] Creating infer requests and preparing input tensors\n",
      "[ WARNING ] No input files were given for input 'x'!. This input will be filled with random values!\n",
      "[ INFO ] Fill input 'x' with random values \n",
      "[Step 10/11] Measuring performance (Start inference synchronously, limits: 15000 ms duration)\n",
      "[ INFO ] Benchmarking in inference only mode (inputs filling are not included in measurement loop).\n",
      "[ INFO ] First inference took 39.30 ms\n",
      "[Step 11/11] Dumping statistics report\n",
      "[ INFO ] Execution Devices:['CPU']\n",
      "[ INFO ] Count:            456 iterations\n",
      "[ INFO ] Duration:         15022.49 ms\n",
      "[ INFO ] Latency:\n",
      "[ INFO ]    Median:        31.63 ms\n",
      "[ INFO ]    Average:       32.67 ms\n",
      "[ INFO ]    Min:           30.39 ms\n",
      "[ INFO ]    Max:           39.92 ms\n",
      "[ INFO ] Throughput:   30.35 FPS\n"
     ]
    }
   ],
   "source": [
    "# Benchmark FP32 model\n",
    "! benchmark_app -m $fp32_ir_path -d $device.value -t 15 -api sync"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "tags": [],
    "test_replace": {
     "-t 15": "-t 3"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[Step 1/11] Parsing and validating input arguments\n",
      "[ INFO ] Parsing input parameters\n",
      "[Step 2/11] Loading OpenVINO Runtime\n",
      "[ INFO ] OpenVINO:\n",
      "[ INFO ] Build ................................. 2024.3.0-16041-1e3b88e4e3f-releases/2024/3\n",
      "[ INFO ] \n",
      "[ INFO ] Device info:\n",
      "[ INFO ] AUTO\n",
      "[ INFO ] Build ................................. 2024.3.0-16041-1e3b88e4e3f-releases/2024/3\n",
      "[ INFO ] \n",
      "[ INFO ] \n",
      "[Step 3/11] Setting device configuration\n",
      "[ WARNING ] Performance hint was not explicitly specified in command line. Device(AUTO) performance hint will be set to PerformanceMode.LATENCY.\n",
      "[Step 4/11] Reading model files\n",
      "[ INFO ] Loading model files\n",
      "[ INFO ] Read model took 12.35 ms\n",
      "[ INFO ] Original model I/O parameters:\n",
      "[ INFO ] Model inputs:\n",
      "[ INFO ]     x (node: x) : f32 / [...] / [1,1,512,512]\n",
      "[ INFO ] Model outputs:\n",
      "[ INFO ]     ***NO_NAME*** (node: __module.final_conv/aten::_convolution/Add) : f32 / [...] / [1,1,512,512]\n",
      "[Step 5/11] Resizing model to match image sizes and given batch\n",
      "[ INFO ] Model batch size: 1\n",
      "[Step 6/11] Configuring input of the model\n",
      "[ INFO ] Model inputs:\n",
      "[ INFO ]     x (node: x) : f32 / [N,C,H,W] / [1,1,512,512]\n",
      "[ INFO ] Model outputs:\n",
      "[ INFO ]     ***NO_NAME*** (node: __module.final_conv/aten::_convolution/Add) : f32 / [...] / [1,1,512,512]\n",
      "[Step 7/11] Loading the model to the device\n",
      "[ INFO ] Compile model took 387.58 ms\n",
      "[Step 8/11] Querying optimal runtime parameters\n",
      "[ INFO ] Model:\n",
      "[ INFO ]   NETWORK_NAME: Model49\n",
      "[ INFO ]   EXECUTION_DEVICES: ['CPU']\n",
      "[ INFO ]   PERFORMANCE_HINT: PerformanceMode.LATENCY\n",
      "[ INFO ]   OPTIMAL_NUMBER_OF_INFER_REQUESTS: 1\n",
      "[ INFO ]   MULTI_DEVICE_PRIORITIES: CPU\n",
      "[ INFO ]   CPU:\n",
      "[ INFO ]     AFFINITY: Affinity.CORE\n",
      "[ INFO ]     CPU_DENORMALS_OPTIMIZATION: False\n",
      "[ INFO ]     CPU_SPARSE_WEIGHTS_DECOMPRESSION_RATE: 1.0\n",
      "[ INFO ]     DYNAMIC_QUANTIZATION_GROUP_SIZE: 32\n",
      "[ INFO ]     ENABLE_CPU_PINNING: True\n",
      "[ INFO ]     ENABLE_HYPER_THREADING: False\n",
      "[ INFO ]     EXECUTION_DEVICES: ['CPU']\n",
      "[ INFO ]     EXECUTION_MODE_HINT: ExecutionMode.PERFORMANCE\n",
      "[ INFO ]     INFERENCE_NUM_THREADS: 18\n",
      "[ INFO ]     INFERENCE_PRECISION_HINT: <Type: 'float32'>\n",
      "[ INFO ]     KV_CACHE_PRECISION: <Type: 'float16'>\n",
      "[ INFO ]     LOG_LEVEL: Level.NO\n",
      "[ INFO ]     MODEL_DISTRIBUTION_POLICY: set()\n",
      "[ INFO ]     NETWORK_NAME: Model49\n",
      "[ INFO ]     NUM_STREAMS: 1\n",
      "[ INFO ]     OPTIMAL_NUMBER_OF_INFER_REQUESTS: 1\n",
      "[ INFO ]     PERFORMANCE_HINT: LATENCY\n",
      "[ INFO ]     PERFORMANCE_HINT_NUM_REQUESTS: 0\n",
      "[ INFO ]     PERF_COUNT: NO\n",
      "[ INFO ]     SCHEDULING_CORE_TYPE: SchedulingCoreType.ANY_CORE\n",
      "[ INFO ]   MODEL_PRIORITY: Priority.MEDIUM\n",
      "[ INFO ]   LOADED_FROM_CACHE: False\n",
      "[ INFO ]   PERF_COUNT: False\n",
      "[Step 9/11] Creating infer requests and preparing input tensors\n",
      "[ WARNING ] No input files were given for input 'x'!. This input will be filled with random values!\n",
      "[ INFO ] Fill input 'x' with random values \n",
      "[Step 10/11] Measuring performance (Start inference synchronously, limits: 15000 ms duration)\n",
      "[ INFO ] Benchmarking in inference only mode (inputs filling are not included in measurement loop).\n",
      "[ INFO ] First inference took 20.42 ms\n",
      "[Step 11/11] Dumping statistics report\n",
      "[ INFO ] Execution Devices:['CPU']\n",
      "[ INFO ] Count:            1081 iterations\n",
      "[ INFO ] Duration:         15001.40 ms\n",
      "[ INFO ] Latency:\n",
      "[ INFO ]    Median:        13.51 ms\n",
      "[ INFO ]    Average:       13.63 ms\n",
      "[ INFO ]    Min:           12.10 ms\n",
      "[ INFO ]    Max:           18.23 ms\n",
      "[ INFO ] Throughput:   72.06 FPS\n"
     ]
    }
   ],
   "source": [
    "# Benchmark INT8 model\n",
    "! benchmark_app -m $int8_ir_path -d $device.value -t 15 -api sync"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Visually Compare Inference Results\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "Visualize the results of the model on four slices of the validation set. Compare the results of the `FP32` IR model with the results of the quantized `INT8` model and the reference segmentation annotation.\n",
    "\n",
    "Medical imaging datasets tend to be very imbalanced: most of the slices in a CT scan do not contain kidney data. The segmentation model should be good at finding kidneys where they exist (in medical terms: have good sensitivity) but also not find spurious kidneys that do not exist (have good specificity). In the next cell, there are four slices: two slices that have no kidney data, and two slices that contain kidney data. For this example, a slice has kidney data if at least 50 pixels in the slices are annotated as kidney.\n",
    "\n",
    "Run this cell again to show results on a different subset. The random seed is displayed to enable reproducing specific runs of this cell.\n",
    "\n",
    "> **NOTE**: the images are shown after optional augmenting and resizing. In the Kits19 dataset all but one of the cases has the `(512, 512)` input shape."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Visualizing results with seed 1725256144\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 2400x1600 with 16 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# The sigmoid function is used to transform the result of the network\n",
    "# to binary segmentation masks\n",
    "def sigmoid(x):\n",
    "    return np.exp(-np.logaddexp(0, -x))\n",
    "\n",
    "\n",
    "num_images = 4\n",
    "colormap = \"gray\"\n",
    "\n",
    "# Load FP32 and INT8 models\n",
    "core = ov.Core()\n",
    "fp_model = core.read_model(fp32_ir_path)\n",
    "int8_model = core.read_model(int8_ir_path)\n",
    "compiled_model_fp = core.compile_model(fp_model, device_name=device.value)\n",
    "compiled_model_int8 = core.compile_model(int8_model, device_name=device.value)\n",
    "output_layer_fp = compiled_model_fp.output(0)\n",
    "output_layer_int8 = compiled_model_int8.output(0)\n",
    "\n",
    "# Create subset of dataset\n",
    "background_slices = (item for item in dataset if np.count_nonzero(item[1]) == 0)\n",
    "kidney_slices = (item for item in dataset if np.count_nonzero(item[1]) > 50)\n",
    "\n",
    "background_slices_l = list(background_slices)\n",
    "kidney_slices_l = list(kidney_slices)\n",
    "if len(background_slices_l) != 0:\n",
    "    background_id = np.random.choice(len(background_slices_l), 2)\n",
    "    kidney_id = np.random.choice(len(kidney_slices_l), 2)\n",
    "    data_subset = [background_slices_l[idx] for idx in background_id] + [kidney_slices_l[idx] for idx in kidney_id]\n",
    "else:\n",
    "    kidkey_id = np.random.choice(len(kidneyslices_l), 2)\n",
    "    data_subset = [kidney_slices_l[idx] for idx in kidney_id]\n",
    "\n",
    "# Set seed to current time. To reproduce specific results, copy the printed seed\n",
    "# and manually set `seed` to that value.\n",
    "seed = int(time.time())\n",
    "np.random.seed(seed)\n",
    "print(f\"Visualizing results with seed {seed}\")\n",
    "\n",
    "fig, ax = plt.subplots(nrows=num_images, ncols=4, figsize=(24, num_images * 4))\n",
    "for i, (image, mask) in enumerate(data_subset):\n",
    "    display_image = rotate_and_flip(image.squeeze())\n",
    "    target_mask = rotate_and_flip(mask).astype(np.uint8)\n",
    "    # Add batch dimension to image and do inference on FP and INT8 models\n",
    "    input_image = np.expand_dims(image, 0)\n",
    "    res_fp = compiled_model_fp([input_image])\n",
    "    res_int8 = compiled_model_int8([input_image])\n",
    "\n",
    "    # Process inference outputs and convert to binary segementation masks\n",
    "    result_mask_fp = sigmoid(res_fp[output_layer_fp]).squeeze().round().astype(np.uint8)\n",
    "    result_mask_int8 = sigmoid(res_int8[output_layer_int8]).squeeze().round().astype(np.uint8)\n",
    "    result_mask_fp = rotate_and_flip(result_mask_fp)\n",
    "    result_mask_int8 = rotate_and_flip(result_mask_int8)\n",
    "\n",
    "    # Display images, annotations, FP32 result and INT8 result\n",
    "    ax[i, 0].imshow(display_image, cmap=colormap)\n",
    "    ax[i, 1].imshow(target_mask, cmap=colormap)\n",
    "    ax[i, 2].imshow(result_mask_fp, cmap=colormap)\n",
    "    ax[i, 3].imshow(result_mask_int8, cmap=colormap)\n",
    "    ax[i, 2].set_title(\"Prediction on FP32 model\")\n",
    "    ax[i, 3].set_title(\"Prediction on INT8 model\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Show Live Inference\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "To show live inference on the model in the notebook, we will use the asynchronous processing feature of OpenVINO.\n",
    "\n",
    "We use the `show_live_inference` function from [Notebook Utils](../../utils/notebook_utils.ipynb) to show live inference. This function uses [Open Model Zoo](https://github.com/openvinotoolkit/open_model_zoo/)'s Async Pipeline and Model API to perform asynchronous inference. After inference on the specified CT scan has completed, the total time and throughput (fps), including preprocessing and displaying, will be printed.\n",
    "\n",
    "> **NOTE**: If you experience flickering on Firefox, consider using Chrome or Edge to run this notebook."
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Load Model and List of Image Files\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "We load the segmentation model to OpenVINO Runtime with `SegmentationModel`, based on the [Open Model Zoo](https://github.com/openvinotoolkit/open_model_zoo/) Model API. This model implementation includes pre and post processing for the model. For `SegmentationModel`, this includes the code to create an overlay of the segmentation mask on the original image/frame."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "id": "122wcKhzXn3z",
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "case_00117, 69 images\n"
     ]
    }
   ],
   "source": [
    "CASE = 117\n",
    "\n",
    "segmentation_model = SegmentationModel(ie=core, model_path=int8_ir_path, sigmoid=True, rotate_and_flip=True)\n",
    "case_path = BASEDIR / f\"case_{CASE:05d}\"\n",
    "image_paths = sorted(case_path.glob(\"imaging_frames/*jpg\"))\n",
    "print(f\"{case_path.name}, {len(image_paths)} images\")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "### Show Inference\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "In the next cell, we run the `show_live_inference` function, which loads the `segmentation_model` to the specified `device` (using caching for faster model loading on GPU devices), loads the images, performs inference, and displays the results on the frames loaded in `images` in real-time."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "tags": [],
    "test_replace": {
     "=image_paths": "=image_paths[:5]"
    }
   },
   "outputs": [
    {
     "data": {
      "image/jpeg": 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      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loaded model to AUTO in 0.15 seconds.\n",
      "Total time for 68 frames: 2.74 seconds, fps:25.18\n"
     ]
    }
   ],
   "source": [
    "reader = LoadImage(image_only=True, dtype=np.uint8)\n",
    "show_live_inference(\n",
    "    ie=core,\n",
    "    image_paths=image_paths,\n",
    "    model=segmentation_model,\n",
    "    device=device.value,\n",
    "    reader=reader,\n",
    ")"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n",
    "[back to top ⬆️](#Table-of-contents:)\n",
    "\n",
    "**OpenVINO**\n",
    "- [NNCF Repository](https://github.com/openvinotoolkit/nncf/)\n",
    "- [Neural Network Compression Framework for fast model inference](https://arxiv.org/abs/2002.08679)\n",
    "- [OpenVINO API Tutorial](../openvino-api/openvino-api.ipynb)\n",
    "- [OpenVINO PyPI (pip install openvino)](https://pypi.org/project/openvino/)\n",
    "\n",
    "**Kits19 Data**\n",
    "  - [Kits19 Challenge Homepage](https://kits19.grand-challenge.org/)\n",
    "  - [Kits19 GitHub Repository](https://github.com/neheller/kits19)\n",
    "  - [The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes](https://arxiv.org/abs/1904.00445)\n",
    "  - [The state of the art in kidney and kidney tumor segmentation in contrast-enhanced CT imaging: Results of the KiTS19 challenge](https://www.sciencedirect.com/science/article/pii/S1361841520301857)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.10"
  },
  "openvino_notebooks": {
   "imageUrl": "https://user-images.githubusercontent.com/77325899/154279555-aaa47111-c976-4e77-8d23-aac96f45872f.gif",
   "tags": {
    "categories": [
     "Convert",
     "Optimize",
     "Live Demos"
    ],
    "libraries": [],
    "other": [],
    "tasks": [
     "Image Segmentation"
    ]
   }
  },
  "toc-autonumbering": false,
  "toc-showcode": false,
  "toc-showmarkdowntxt": false,
  "vscode": {
   "interpreter": {
    "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
   }
  },
  "widgets": {
   "application/vnd.jupyter.widget-state+json": {
    "state": {},
    "version_major": 2,
    "version_minor": 0
   }
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 },
 "nbformat": 4,
 "nbformat_minor": 4
}
